[Feature] Sedna features support visualized operation and management

[JimmyYang20]

What would you like to be added/modified: Sedna features support visualized operation and management.

Take Incremental Learning as an Example Supports incremental learning of job status(Job, Job Status, JobStage, JobStage Status) . POD status (POD and POD status), and worker service status (Worker, Worker status, Worker service output) centralized visualization.

However, the following problems still need to think: What is the appearance of intelligent collaboration feature O&M on Grafana? Whether "kube-sedna-metrcis" has one or more collaboration features. It is recommended that "kube-sedna-metrcis" be consistent with sedna.

Why is this needed: Visualized O&M of intelligent collaboration is a basic requirement.

Target: Sedna features support job status（such as job status, jobstage status), pod status and worker status（such as worker status, worker service output) centralized visualization.

Sedna Features	Official Examples
Incremental Learning	Helmet Detection
Lifelong Learning	Thermal Comfort Prediction
Joint Inference	Helmet Detection
Federated Learning	Surface Defect Detection

Get High Marks:

• complete visualized O&M of four features basically.
• design beautiful kube-metric api .
• find and solve bugs of sedna platform.

[ESonata]

/assign

[jieun1128]

Hello! I would like to contribute to this project for GSOC'22. Can you please help me how to get started with it?

[JimmyYang20]

@jieun1128 First, you should run the current incremental learning case of Sedna, like here